yoshall / DeepLGR
Pytorch Implementation of DeepLGR, ECML-PKDD-20
☆10Updated 4 years ago
Alternatives and similar repositories for DeepLGR:
Users that are interested in DeepLGR are comparing it to the libraries listed below
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated last year
- ☆49Updated 2 years ago
- ☆70Updated 2 years ago
- ☆40Updated 2 years ago
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆13Updated 2 years ago
- ☆10Updated 3 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- few-shot models for short-term traffic prediction☆16Updated last year
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆31Updated last year
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 4 years ago
- ☆13Updated 3 years ago
- This is code for 3D Dynamic Graph Convolutional Networks for Crowd Flow Prediction☆18Updated 5 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆67Updated 4 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆104Updated 3 years ago
- Codes for RiskSeq-TKDE☆20Updated 4 years ago
- ☆22Updated 6 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated last year
- Implementation for MSDR☆25Updated 2 years ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆67Updated 2 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆43Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated last year
- Dynamic Switch-Attention Network☆21Updated 3 years ago
- Attentive Traffic Flow Machines☆58Updated 4 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- Machine learning for transportation data imputation and prediction.☆40Updated 5 years ago
- ☆62Updated 3 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆41Updated 3 years ago
- ☆22Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆64Updated 7 months ago